For LUCB [1]} and KL-LUCB [2]}, the “exploration rate” used is \(\beta (t, \alpha ) = \text{ln}(\frac{405.5 t^{1.1}}{\alpha })\) , which ensures \(\alpha \)  correctness when a union bound over \(t\)  is performed [2]}.
